Data · dataset · 2020
SpokenSTS
Listed in DANS Data Station Social Sciences and Humanities
Spoken versions of the Semantic Textual Similarity dataset for testing semantic sentence level embeddings.
Description
Contains thousands of sentence pairs annotated by humans for semantic similarity. The spoken sentences can be used in sentence embedding models to test whether your model learns to capture sentence semantics.
All sentences available in 6 synthetic Wavenet voices and a subset (5%) in 4 real voices recorded in a sound attenuated booth. Code to train a visually grounded spoken sentence embedding model and evaluation code is available at github.com/DannyMerkx/speech2image/tree/Interspeech21 The total size of the dataset exceeds the download limits. Please contact DANS at info@dans.knaw.nl for delivery of the dataset.
Links
Where it is published
- Dataverse dataset page ssh.datastations.nl/dataset.xhtml?persistentId=doi%3A10.17026%2FDANS-Z48-3EV6 ↗
landing page · from ssh datastations nl
- DOI doi.org/10.17026/dans-z48-3ev6 ↗
DOI / persistent id · from ssh datastations nl
Catalogue records · 1
- Dataverse API ssh.datastations.nl/api/datasets/:persistentId/?persistentId=doi%3A10.17026%2FDANS… ↗
metadata API · from ssh datastations nl
Topics
- Stated by source
- Arts and Humanities · Computer and Information Science
- From keywords
- Computer Science & AI · Humanities · Social Science · Speech recognition
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| DANS Data Station Social Sciences and Humanities | doi:10.17026/DANS-Z48-3EV6 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:field:460212 | mapping · ssh datastations nl | vocabulary-mapper@1.0.0 | keywords['Speech Recognition'] |
| concepts[field].dataverse_subject:arts-and-humanities | source · ssh datastations nl | connector:ssh_datastations_nl@1.0.0 | /subjects |
| concepts[field].dataverse_subject:computer-and-information-science | source · ssh datastations nl | connector:ssh_datastations_nl@1.0.0 | /subjects |
| concepts[field].local:field:computer-science-ai | mapping · ssh datastations nl | connector:ssh_datastations_nl@1.0.0 | /subjects |
| concepts[field].local:field:humanities | mapping · ssh datastations nl | connector:ssh_datastations_nl@1.0.0 | /subjects |
| concepts[field].local:field:social-science | mapping · ssh datastations nl | connector:ssh_datastations_nl@1.0.0 | /subjects |
| created_date | source · ssh datastations nl | connector:ssh_datastations_nl@1.0.0 | |
| description | source · ssh datastations nl | connector:ssh_datastations_nl@1.0.0 | /description |
| publication_date | source · ssh datastations nl | connector:ssh_datastations_nl@1.0.0 | |
| title | source · ssh datastations nl | connector:ssh_datastations_nl@1.0.0 | /name |
| updated_date | source · ssh datastations nl | connector:ssh_datastations_nl@1.0.0 | |
| version_label | source · ssh datastations nl | connector:ssh_datastations_nl@1.0.0 |